Preparation of distributed heterogeneous data for data mining

Author

Batasova, Svetlana ; Efimova, Maria ; Kholod, Ivan ; Semenchenko, Alexey

Author_Institution

Fac. of Comput. Sci. & Technol., St. Petersburg Electrotech. Univ. "LETI", St. Petersburg, Russia

fYear

2015

fDate

19-21 May 2015

Firstpage

205

Lastpage

207

Abstract

This paper describes an approach of data preparation for a data mining algorithms application. The approach integrates ETL tools for distributed heterogeneous data extraction and transformation and the DXelopes library for a data mining algorithms application. The paper also describes the implementation of this approach.

Keywords

data mining; DXelopes library; ETL tools; data mining; distributed heterogeneous data extraction; distributed heterogeneous data preparation; distributed heterogeneous data transformation; Algorithm design and analysis; Data integration; Data mining; Distributed databases; Libraries; Metadata; ETL; data mining; distributed data mining;

fLanguage

English

Publisher

ieee

Conference_Titel

Soft Computing and Measurements (SCM), 2015 XVIII International Conference on

Conference_Location

St. Petersburg

Print_ISBN

978-1-4673-6960-2

Type

conf

DOI

10.1109/SCM.2015.7190457

Filename

7190457

Link To Document

https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3535292